Simulations of Reward Earned with Different Learning Rates

Parameter recovery

Model recovery

Model recovery: all models

Simulated vs. real data

Posterior predictive check: Four LR Model

Participant data: Choice distribution

Optimal choice plot: w/o max choice > 90

Posterior predictive check: One LR Model

Posterior predictive check: Decay model (4 alpha, 2 eta)

Posterior predictive check: Decay model (4 alpha, 4 eta)